Abstract
Access control systems using face recognition, are widely implemented. This technic lacks the ability to bypass it. To avoid it, an authentication process is required. In this paper we propose a new security image-signature, which authenticates the given image. The proposed signature is generated from the corresponding hyperspectral image layers. The process extracts unique patterns from the hyperspectral layers, these are collected to build a unique biometric signature for the related person. Experiments show the potential of enhancing image authentication using the proposed signature.
Access this chapter
Tax calculation will be finalised at checkout
Purchases are for personal use only
Similar content being viewed by others
References
Zhihong, P., Healey, G., Prasad, M., Tromberg, B.: Face recognition in hyperspectral images. IEEE Trans. Pattern Anal. Mach. Intell. 25(12), 1552–1560 (2003). https://doi.org/10.1109/tpami.2003.1251148
Denes, L., Metes, P., Liu, Y.: Hyperspectral face database. Technical report CMU-RI-TR-02-25, Robot. Institute Carnegie Mellon University, Pittsburgh, PA (2002)
Chang, H., Harishwaran, H., Yi, M., Koschan, A., Abidi, B., Abidi, M.: An indoor and outdoor, multimodal, multispectral and multi-illuminant database for face recognition. Paper presented at the 2006 Conference on Computer Vision and Pattern Recognition Workshop (CVPRW 2006), New York, 17–22 June 2006
Cho, W., Jang, J., Koschan, A., Abidi, M.A., Paik, J.: Hyperspectral face recognition using improved inter-channel alignment based on qualitative prediction models. Opt. Expr. 24(24), 27637–27662 (2016)
Ghasemzadeh, A., Demirel, H.: Hyperspectral face recognition using 3D discrete wavelet transform. Paper presented at the 2016 Sixth International Conference on Image Processing Theory, Tools and Applications (IPTA), Finland, 12–15 December 2016
Author information
Authors and Affiliations
Corresponding authors
Editor information
Editors and Affiliations
Rights and permissions
Copyright information
© 2018 Springer International Publishing AG, part of Springer Nature
About this paper
Cite this paper
Leshem, G., Domb, M. (2018). Brief Announcement: Image Authentication Using Hyperspectral Layers. In: Dinur, I., Dolev, S., Lodha, S. (eds) Cyber Security Cryptography and Machine Learning. CSCML 2018. Lecture Notes in Computer Science(), vol 10879. Springer, Cham. https://doi.org/10.1007/978-3-319-94147-9_14
Download citation
DOI: https://doi.org/10.1007/978-3-319-94147-9_14
Published:
Publisher Name: Springer, Cham
Print ISBN: 978-3-319-94146-2
Online ISBN: 978-3-319-94147-9
eBook Packages: Computer ScienceComputer Science (R0)